Differentiator Product

QL Promise Ledger — did they deliver?

TipRanks scores analysts. Nobody systematically scores management. Every quarter, executives make forward commitments on the earnings call — guidance, launches, margins, buybacks. The Promise Ledger extracts each one, walks the following quarters' calls for the resolution, and stamps it kept, missed, or walked back — with the exact transcript sentence as the receipt. The roll-up is the Management Credibility Index: how much this team's words are worth.

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Transcripts come from published earnings calls; large caps have the deepest history. A promise only counts as verifiable when it pins a number or a deadline on a recognizable metric — vision statements stay on the ledger but can never score. Earnings Drift covers how the stock moves after the print; the ledger covers whether the people running it were honest about the last ones.

Resolution Mix

KeptMissedWalked backStill openUnverifiable

The Ledger

QL Promise Ledger is diagnostic research, not investment advice. Extraction and resolution are deterministic pattern analysis over published earnings-call transcripts — no model guesses, so phrasing the patterns don't recognize is skipped rather than invented, and a resolution is only recorded when a later call speaks to the same metric in a backward-looking frame. "Kept / missed / walked back" grades the commitment as spoken, not the wisdom of making it. Credibility weights firm commitments ("guidance", "on track to") double soft ones ("we believe", "aim to") and shrinks small samples toward neutral. Transcript coverage varies by company; quarters without a published call are skipped and named. Nothing you look up is stored.